Overview
Brought to you by YData
Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 1200 |
| Missing cells | 122 |
| Missing cells (%) | 0.5% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 197.0 KiB |
| Average record size in memory | 168.1 B |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 3 |
| Boolean | 8 |
Medical_History has 122 (10.2%) missing values | Missing |
ID is uniformly distributed | Uniform |
ID has unique values | Unique |
Panic_Attack_Frequency has 130 (10.8%) zeros | Zeros |
Caffeine_Intake has 199 (16.6%) zeros | Zeros |
Exercise_Frequency has 198 (16.5%) zeros | Zeros |
Alcohol_Consumption has 127 (10.6%) zeros | Zeros |
Reproduction
| Analysis started | 2025-01-19 16:12:47.172939 |
|---|---|
| Analysis finished | 2025-01-19 16:12:59.767379 |
| Duration | 12.59 seconds |
| Software version | ydata-profiling vv4.12.1 |
| Download configuration | config.json |
Variables
ID
Real number (ℝ)
Uniform  Unique 
| Distinct | 1200 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 600.5 |
| Minimum | 1 |
|---|---|
| Maximum | 1200 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 60.95 |
| Q1 | 300.75 |
| median | 600.5 |
| Q3 | 900.25 |
| 95-th percentile | 1140.05 |
| Maximum | 1200 |
| Range | 1199 |
| Interquartile range (IQR) | 599.5 |
Descriptive statistics
| Standard deviation | 346.55447 |
|---|---|
| Coefficient of variation (CV) | 0.57710986 |
| Kurtosis | -1.2 |
| Mean | 600.5 |
| Median Absolute Deviation (MAD) | 300 |
| Skewness | 0 |
| Sum | 720600 |
| Variance | 120100 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.1% |
| 807 | 1 | 0.1% |
| 805 | 1 | 0.1% |
| 804 | 1 | 0.1% |
| 803 | 1 | 0.1% |
| 802 | 1 | 0.1% |
| 801 | 1 | 0.1% |
| 800 | 1 | 0.1% |
| 799 | 1 | 0.1% |
| 798 | 1 | 0.1% |
| Other values (1190) | 1190 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 1200 | 1 | |
| 1199 | 1 | |
| 1198 | 1 | |
| 1197 | 1 | |
| 1196 | 1 | |
| 1195 | 1 | |
| 1194 | 1 | |
| 1193 | 1 | |
| 1192 | 1 | |
| 1191 | 1 |
Age
Real number (ℝ)
| Distinct | 47 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.134167 |
| Minimum | 18 |
|---|---|
| Maximum | 64 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.5 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 29 |
| median | 42 |
| Q3 | 53 |
| 95-th percentile | 62 |
| Maximum | 64 |
| Range | 46 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 13.543412 |
|---|---|
| Coefficient of variation (CV) | 0.32924971 |
| Kurtosis | -1.1716845 |
| Mean | 41.134167 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | -0.059035943 |
| Sum | 49361 |
| Variance | 183.42402 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 43 | 40 | 3.3% |
| 50 | 39 | 3.2% |
| 64 | 34 | 2.8% |
| 52 | 33 | 2.8% |
| 54 | 33 | 2.8% |
| 45 | 31 | 2.6% |
| 22 | 31 | 2.6% |
| 42 | 30 | 2.5% |
| 19 | 29 | 2.4% |
| 18 | 29 | 2.4% |
| Other values (37) | 871 |
| Value | Count | Frequency (%) |
| 18 | 29 | |
| 19 | 29 | |
| 20 | 25 | |
| 21 | 23 | |
| 22 | 31 | |
| 23 | 27 | |
| 24 | 17 | |
| 25 | 29 | |
| 26 | 24 | |
| 27 | 22 |
| Value | Count | Frequency (%) |
| 64 | 34 | |
| 63 | 16 | |
| 62 | 28 | |
| 61 | 26 | |
| 60 | 17 | |
| 59 | 20 | |
| 58 | 21 | |
| 57 | 28 | |
| 56 | 28 | |
| 55 | 22 |
Gender
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.5 KiB |
| Female | |
|---|---|
| Male | |
| Non-binary |
Length
| Max length | 10 |
|---|---|
| Median length | 6 |
| Mean length | 5.485 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Female |
|---|---|
| 2nd row | Male |
| 3rd row | Female |
| 4th row | Male |
| 5th row | Non-binary |
Common Values
| Value | Count | Frequency (%) |
| Female | 549 | |
| Male | 537 | |
| Non-binary | 114 | 9.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| female | 549 | |
| male | 537 | |
| non-binary | 114 | 9.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1635 | |
| a | 1200 | |
| l | 1086 | |
| F | 549 | 8.3% |
| m | 549 | 8.3% |
| M | 537 | 8.2% |
| n | 228 | 3.5% |
| N | 114 | 1.7% |
| o | 114 | 1.7% |
| - | 114 | 1.7% |
| Other values (4) | 456 | 6.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6582 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 1635 | |
| a | 1200 | |
| l | 1086 | |
| F | 549 | 8.3% |
| m | 549 | 8.3% |
| M | 537 | 8.2% |
| n | 228 | 3.5% |
| N | 114 | 1.7% |
| o | 114 | 1.7% |
| - | 114 | 1.7% |
| Other values (4) | 456 | 6.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6582 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 1635 | |
| a | 1200 | |
| l | 1086 | |
| F | 549 | 8.3% |
| m | 549 | 8.3% |
| M | 537 | 8.2% |
| n | 228 | 3.5% |
| N | 114 | 1.7% |
| o | 114 | 1.7% |
| - | 114 | 1.7% |
| Other values (4) | 456 | 6.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6582 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 1635 | |
| a | 1200 | |
| l | 1086 | |
| F | 549 | 8.3% |
| m | 549 | 8.3% |
| M | 537 | 8.2% |
| n | 228 | 3.5% |
| N | 114 | 1.7% |
| o | 114 | 1.7% |
| - | 114 | 1.7% |
| Other values (4) | 456 | 6.9% |
Panic_Attack_Frequency
Real number (ℝ)
Zeros 
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.4125 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 130 |
| Zeros (%) | 10.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.8476484 |
|---|---|
| Coefficient of variation (CV) | 0.64535941 |
| Kurtosis | -1.2176754 |
| Mean | 4.4125 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.013703994 |
| Sum | 5295 |
| Variance | 8.1091013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 130 | |
| 2 | 130 | |
| 7 | 128 | |
| 8 | 127 | |
| 5 | 124 | |
| 4 | 122 | |
| 3 | 122 | |
| 1 | 110 | |
| 6 | 108 | |
| 9 | 99 |
| Value | Count | Frequency (%) |
| 0 | 130 | |
| 1 | 110 | |
| 2 | 130 | |
| 3 | 122 | |
| 4 | 122 | |
| 5 | 124 | |
| 6 | 108 | |
| 7 | 128 | |
| 8 | 127 | |
| 9 | 99 |
| Value | Count | Frequency (%) |
| 9 | 99 | |
| 8 | 127 | |
| 7 | 128 | |
| 6 | 108 | |
| 5 | 124 | |
| 4 | 122 | |
| 3 | 122 | |
| 2 | 130 | |
| 1 | 110 | |
| 0 | 130 |
Duration_Minutes
Real number (ℝ)
| Distinct | 40 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.3925 |
| Minimum | 5 |
|---|---|
| Maximum | 44 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.5 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 15 |
| median | 24 |
| Q3 | 34 |
| 95-th percentile | 43 |
| Maximum | 44 |
| Range | 39 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 11.39993 |
|---|---|
| Coefficient of variation (CV) | 0.46735391 |
| Kurtosis | -1.1391063 |
| Mean | 24.3925 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.039993859 |
| Sum | 29271 |
| Variance | 129.95841 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21 | 40 | 3.3% |
| 36 | 39 | 3.2% |
| 44 | 39 | 3.2% |
| 19 | 38 | 3.2% |
| 17 | 37 | 3.1% |
| 26 | 37 | 3.1% |
| 32 | 34 | 2.8% |
| 39 | 33 | 2.8% |
| 42 | 33 | 2.8% |
| 27 | 33 | 2.8% |
| Other values (30) | 837 |
| Value | Count | Frequency (%) |
| 5 | 28 | |
| 6 | 28 | |
| 7 | 32 | |
| 8 | 29 | |
| 9 | 30 | |
| 10 | 29 | |
| 11 | 21 | |
| 12 | 32 | |
| 13 | 29 | |
| 14 | 32 |
| Value | Count | Frequency (%) |
| 44 | 39 | |
| 43 | 27 | |
| 42 | 33 | |
| 41 | 23 | |
| 40 | 21 | |
| 39 | 33 | |
| 38 | 22 | |
| 37 | 22 | |
| 36 | 39 | |
| 35 | 25 |
Trigger
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.5 KiB |
| Unknown | |
|---|---|
| PTSD | |
| Phobia | |
| Caffeine | |
| Social Anxiety |
Length
| Max length | 14 |
|---|---|
| Median length | 7 |
| Mean length | 7.48 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Caffeine |
|---|---|
| 2nd row | Stress |
| 3rd row | PTSD |
| 4th row | Caffeine |
| 5th row | Caffeine |
Common Values
| Value | Count | Frequency (%) |
| Unknown | 206 | |
| PTSD | 205 | |
| Phobia | 203 | |
| Caffeine | 202 | |
| Social Anxiety | 197 | |
| Stress | 187 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| unknown | 206 | |
| ptsd | 205 | |
| phobia | 203 | |
| caffeine | 202 | |
| social | 197 | |
| anxiety | 197 | |
| stress | 187 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 1017 | 11.3% |
| i | 799 | 8.9% |
| e | 788 | 8.8% |
| o | 606 | 6.8% |
| a | 602 | 6.7% |
| S | 589 | 6.6% |
| P | 408 | 4.5% |
| f | 404 | 4.5% |
| t | 384 | 4.3% |
| s | 374 | 4.2% |
| Other values (15) | 3005 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8976 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 1017 | 11.3% |
| i | 799 | 8.9% |
| e | 788 | 8.8% |
| o | 606 | 6.8% |
| a | 602 | 6.7% |
| S | 589 | 6.6% |
| P | 408 | 4.5% |
| f | 404 | 4.5% |
| t | 384 | 4.3% |
| s | 374 | 4.2% |
| Other values (15) | 3005 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8976 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 1017 | 11.3% |
| i | 799 | 8.9% |
| e | 788 | 8.8% |
| o | 606 | 6.8% |
| a | 602 | 6.7% |
| S | 589 | 6.6% |
| P | 408 | 4.5% |
| f | 404 | 4.5% |
| t | 384 | 4.3% |
| s | 374 | 4.2% |
| Other values (15) | 3005 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8976 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 1017 | 11.3% |
| i | 799 | 8.9% |
| e | 788 | 8.8% |
| o | 606 | 6.8% |
| a | 602 | 6.7% |
| S | 589 | 6.6% |
| P | 408 | 4.5% |
| f | 404 | 4.5% |
| t | 384 | 4.3% |
| s | 374 | 4.2% |
| Other values (15) | 3005 |
Heart_Rate
Real number (ℝ)
| Distinct | 80 |
|---|---|
| Distinct (%) | 6.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 120.3025 |
| Minimum | 80 |
|---|---|
| Maximum | 159 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.5 KiB |
Quantile statistics
| Minimum | 80 |
|---|---|
| 5-th percentile | 83 |
| Q1 | 100 |
| median | 121 |
| Q3 | 141 |
| 95-th percentile | 156 |
| Maximum | 159 |
| Range | 79 |
| Interquartile range (IQR) | 41 |
Descriptive statistics
| Standard deviation | 23.369912 |
|---|---|
| Coefficient of variation (CV) | 0.19425957 |
| Kurtosis | -1.2119262 |
| Mean | 120.3025 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | -0.035392565 |
| Sum | 144363 |
| Variance | 546.15279 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 105 | 24 | 2.0% |
| 150 | 22 | 1.8% |
| 121 | 22 | 1.8% |
| 96 | 22 | 1.8% |
| 137 | 21 | 1.8% |
| 128 | 21 | 1.8% |
| 81 | 20 | 1.7% |
| 89 | 20 | 1.7% |
| 159 | 20 | 1.7% |
| 148 | 19 | 1.6% |
| Other values (70) | 989 |
| Value | Count | Frequency (%) |
| 80 | 17 | |
| 81 | 20 | |
| 82 | 16 | |
| 83 | 13 | |
| 84 | 11 | |
| 85 | 11 | |
| 86 | 15 | |
| 87 | 7 | 0.6% |
| 88 | 13 | |
| 89 | 20 |
| Value | Count | Frequency (%) |
| 159 | 20 | |
| 158 | 18 | |
| 157 | 15 | |
| 156 | 18 | |
| 155 | 17 | |
| 154 | 14 | |
| 153 | 17 | |
| 152 | 11 | |
| 151 | 15 | |
| 150 | 22 |
| Value | Count | Frequency (%) |
| True | 836 | |
| False | 364 |
Shortness_of_Breath
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 746 | |
| False | 454 |
| Value | Count | Frequency (%) |
| True | 620 | |
| False | 580 |
| Value | Count | Frequency (%) |
| False | 713 | |
| True | 487 |
| Value | Count | Frequency (%) |
| False | 610 | |
| True | 590 |
Medical_History
Categorical
Missing 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 122 |
| Missing (%) | 10.2% |
| Memory size | 9.5 KiB |
| Anxiety | |
|---|---|
| Depression | |
| PTSD |
Length
| Max length | 10 |
|---|---|
| Median length | 7 |
| Mean length | 7.3116883 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Anxiety |
|---|---|
| 2nd row | PTSD |
| 3rd row | Depression |
| 4th row | Depression |
| 5th row | Depression |
Common Values
| Value | Count | Frequency (%) |
| Anxiety | 492 | |
| Depression | 349 | |
| PTSD | 237 | |
| (Missing) | 122 | 10.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| anxiety | 492 | |
| depression | 349 | |
| ptsd | 237 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1190 | |
| n | 841 | |
| i | 841 | |
| s | 698 | |
| D | 586 | |
| A | 492 | 6.2% |
| x | 492 | 6.2% |
| t | 492 | 6.2% |
| y | 492 | 6.2% |
| p | 349 | 4.4% |
| Other values (5) | 1409 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7882 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 1190 | |
| n | 841 | |
| i | 841 | |
| s | 698 | |
| D | 586 | |
| A | 492 | 6.2% |
| x | 492 | 6.2% |
| t | 492 | 6.2% |
| y | 492 | 6.2% |
| p | 349 | 4.4% |
| Other values (5) | 1409 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7882 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 1190 | |
| n | 841 | |
| i | 841 | |
| s | 698 | |
| D | 586 | |
| A | 492 | 6.2% |
| x | 492 | 6.2% |
| t | 492 | 6.2% |
| y | 492 | 6.2% |
| p | 349 | 4.4% |
| Other values (5) | 1409 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7882 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 1190 | |
| n | 841 | |
| i | 841 | |
| s | 698 | |
| D | 586 | |
| A | 492 | 6.2% |
| x | 492 | 6.2% |
| t | 492 | 6.2% |
| y | 492 | 6.2% |
| p | 349 | 4.4% |
| Other values (5) | 1409 |
| Value | Count | Frequency (%) |
| False | 700 | |
| True | 500 |
Caffeine_Intake
Real number (ℝ)
Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5391667 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 199 |
| Zeros (%) | 16.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.7168544 |
|---|---|
| Coefficient of variation (CV) | 0.67614875 |
| Kurtosis | -1.275038 |
| Mean | 2.5391667 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.034929421 |
| Sum | 3047 |
| Variance | 2.947589 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 209 | |
| 4 | 204 | |
| 3 | 200 | |
| 0 | 199 | |
| 2 | 198 | |
| 1 | 190 |
| Value | Count | Frequency (%) |
| 0 | 199 | |
| 1 | 190 | |
| 2 | 198 | |
| 3 | 200 | |
| 4 | 204 | |
| 5 | 209 |
| Value | Count | Frequency (%) |
| 5 | 209 | |
| 4 | 204 | |
| 3 | 200 | |
| 2 | 198 | |
| 1 | 190 | |
| 0 | 199 |
Exercise_Frequency
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.955 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 198 |
| Zeros (%) | 16.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.0615164 |
|---|---|
| Coefficient of variation (CV) | 0.69763668 |
| Kurtosis | -1.3125954 |
| Mean | 2.955 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.023839904 |
| Sum | 3546 |
| Variance | 4.2498499 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 198 | |
| 6 | 182 | |
| 5 | 170 | |
| 1 | 170 | |
| 3 | 162 | |
| 2 | 162 | |
| 4 | 156 |
| Value | Count | Frequency (%) |
| 0 | 198 | |
| 1 | 170 | |
| 2 | 162 | |
| 3 | 162 | |
| 4 | 156 | |
| 5 | 170 | |
| 6 | 182 |
| Value | Count | Frequency (%) |
| 6 | 182 | |
| 5 | 170 | |
| 4 | 156 | |
| 3 | 162 | |
| 2 | 162 | |
| 1 | 170 | |
| 0 | 198 |
Sleep_Hours
Real number (ℝ)
| Distinct | 51 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.4815833 |
| Minimum | 4 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.5 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 4.3 |
| Q1 | 5.3 |
| median | 6.5 |
| Q3 | 7.6 |
| 95-th percentile | 8.8 |
| Maximum | 9 |
| Range | 5 |
| Interquartile range (IQR) | 2.3 |
Descriptive statistics
| Standard deviation | 1.4056252 |
|---|---|
| Coefficient of variation (CV) | 0.21686449 |
| Kurtosis | -1.1395614 |
| Mean | 6.4815833 |
| Median Absolute Deviation (MAD) | 1.2 |
| Skewness | 0.050981698 |
| Sum | 7777.9 |
| Variance | 1.9757823 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.8 | 38 | 3.2% |
| 7.5 | 33 | 2.8% |
| 6 | 31 | 2.6% |
| 5.6 | 31 | 2.6% |
| 7.1 | 31 | 2.6% |
| 7 | 30 | 2.5% |
| 8.9 | 29 | 2.4% |
| 5.9 | 28 | 2.3% |
| 8.8 | 28 | 2.3% |
| 6.9 | 28 | 2.3% |
| Other values (41) | 893 |
| Value | Count | Frequency (%) |
| 4 | 10 | 0.8% |
| 4.1 | 18 | |
| 4.2 | 27 | |
| 4.3 | 18 | |
| 4.4 | 19 | |
| 4.5 | 19 | |
| 4.6 | 20 | |
| 4.7 | 24 | |
| 4.8 | 38 | |
| 4.9 | 24 |
| Value | Count | Frequency (%) |
| 9 | 4 | 0.3% |
| 8.9 | 29 | |
| 8.8 | 28 | |
| 8.7 | 23 | |
| 8.6 | 19 | |
| 8.5 | 24 | |
| 8.4 | 25 | |
| 8.3 | 20 | |
| 8.2 | 22 | |
| 8.1 | 21 |
Alcohol_Consumption
Real number (ℝ)
Zeros 
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.4166667 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 127 |
| Zeros (%) | 10.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.9025982 |
|---|---|
| Coefficient of variation (CV) | 0.65719205 |
| Kurtosis | -1.2362013 |
| Mean | 4.4166667 |
| Median Absolute Deviation (MAD) | 2.5 |
| Skewness | 0.043116357 |
| Sum | 5300 |
| Variance | 8.4250765 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 132 | |
| 6 | 129 | |
| 0 | 127 | |
| 9 | 125 | |
| 2 | 121 | |
| 5 | 120 | |
| 3 | 117 | |
| 4 | 113 | |
| 8 | 112 | |
| 7 | 104 |
| Value | Count | Frequency (%) |
| 0 | 127 | |
| 1 | 132 | |
| 2 | 121 | |
| 3 | 117 | |
| 4 | 113 | |
| 5 | 120 | |
| 6 | 129 | |
| 7 | 104 | |
| 8 | 112 | |
| 9 | 125 |
| Value | Count | Frequency (%) |
| 9 | 125 | |
| 8 | 112 | |
| 7 | 104 | |
| 6 | 129 | |
| 5 | 120 | |
| 4 | 113 | |
| 3 | 117 | |
| 2 | 121 | |
| 1 | 132 | |
| 0 | 127 |
| Value | Count | Frequency (%) |
| False | 875 | |
| True | 325 | 27.1% |
| Value | Count | Frequency (%) |
| True | 605 | |
| False | 595 |
Panic_Score
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.5691667 |
| Minimum | 1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.7931555 |
|---|---|
| Coefficient of variation (CV) | 0.50153921 |
| Kurtosis | -1.1532939 |
| Mean | 5.5691667 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.021647301 |
| Sum | 6683 |
| Variance | 7.8017174 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 139 | |
| 5 | 130 | |
| 6 | 128 | |
| 7 | 123 | |
| 9 | 123 | |
| 8 | 120 | |
| 10 | 113 | |
| 2 | 111 | |
| 3 | 108 | |
| 1 | 105 |
| Value | Count | Frequency (%) |
| 1 | 105 | |
| 2 | 111 | |
| 3 | 108 | |
| 4 | 139 | |
| 5 | 130 | |
| 6 | 128 | |
| 7 | 123 | |
| 8 | 120 | |
| 9 | 123 | |
| 10 | 113 |
| Value | Count | Frequency (%) |
| 10 | 113 | |
| 9 | 123 | |
| 8 | 120 | |
| 7 | 123 | |
| 6 | 128 | |
| 5 | 130 | |
| 4 | 139 | |
| 3 | 108 | |
| 2 | 111 | |
| 1 | 105 |
Interactions
Correlations
| Age | Alcohol_Consumption | Caffeine_Intake | Chest_Pain | Dizziness | Duration_Minutes | Exercise_Frequency | Gender | Heart_Rate | ID | Medical_History | Medication | Panic_Attack_Frequency | Panic_Score | Shortness_of_Breath | Sleep_Hours | Smoking | Sweating | Therapy | Trembling | Trigger | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age | 1.000 | 0.028 | 0.002 | 0.000 | 0.000 | 0.051 | 0.013 | 0.000 | -0.003 | 0.002 | 0.041 | 0.000 | -0.016 | -0.009 | 0.000 | 0.041 | 0.000 | 0.098 | 0.000 | 0.065 | 0.000 |
| Alcohol_Consumption | 0.028 | 1.000 | -0.010 | 0.021 | 0.051 | -0.021 | 0.009 | 0.000 | 0.035 | 0.005 | 0.058 | 0.000 | -0.019 | 0.037 | 0.000 | 0.071 | 0.046 | 0.000 | 0.000 | 0.000 | 0.000 |
| Caffeine_Intake | 0.002 | -0.010 | 1.000 | 0.000 | 0.000 | -0.032 | 0.007 | 0.000 | 0.009 | 0.052 | 0.049 | 0.000 | 0.001 | -0.009 | 0.029 | 0.017 | 0.000 | 0.045 | 0.000 | 0.000 | 0.027 |
| Chest_Pain | 0.000 | 0.021 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.040 | 0.000 | 0.000 | 0.051 | 0.000 | 0.000 | 0.070 | 0.000 | 0.078 | 0.000 | 0.044 | 0.000 | 0.000 | 0.054 |
| Dizziness | 0.000 | 0.051 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.025 | 0.000 | 0.033 | 0.012 | 0.000 | 0.000 | 0.064 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.069 |
| Duration_Minutes | 0.051 | -0.021 | -0.032 | 0.000 | 0.000 | 1.000 | -0.012 | 0.000 | -0.001 | 0.014 | 0.000 | 0.000 | -0.046 | 0.004 | 0.071 | -0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Exercise_Frequency | 0.013 | 0.009 | 0.007 | 0.000 | 0.000 | -0.012 | 1.000 | 0.000 | -0.001 | -0.042 | 0.065 | 0.097 | 0.000 | 0.003 | 0.065 | 0.011 | 0.000 | 0.000 | 0.000 | 0.072 | 0.000 |
| Gender | 0.000 | 0.000 | 0.000 | 0.040 | 0.025 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.026 | 0.057 | 0.000 | 0.037 | 0.000 | 0.036 | 0.000 | 0.000 | 0.000 |
| Heart_Rate | -0.003 | 0.035 | 0.009 | 0.000 | 0.000 | -0.001 | -0.001 | 0.000 | 1.000 | 0.022 | 0.000 | 0.059 | 0.035 | -0.006 | 0.048 | -0.004 | 0.000 | 0.000 | 0.000 | 0.039 | 0.000 |
| ID | 0.002 | 0.005 | 0.052 | 0.000 | 0.033 | 0.014 | -0.042 | 0.000 | 0.022 | 1.000 | 0.000 | 0.000 | 0.011 | -0.010 | 0.000 | 0.015 | 0.026 | 0.000 | 0.000 | 0.035 | 0.037 |
| Medical_History | 0.041 | 0.058 | 0.049 | 0.051 | 0.012 | 0.000 | 0.065 | 0.000 | 0.000 | 0.000 | 1.000 | 0.017 | 0.030 | 0.017 | 0.066 | 0.000 | 0.000 | 0.000 | 0.000 | 0.036 | 0.000 |
| Medication | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.097 | 0.000 | 0.059 | 0.000 | 0.017 | 1.000 | 0.066 | 0.049 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.032 | 0.065 |
| Panic_Attack_Frequency | -0.016 | -0.019 | 0.001 | 0.000 | 0.000 | -0.046 | 0.000 | 0.026 | 0.035 | 0.011 | 0.030 | 0.066 | 1.000 | -0.005 | 0.068 | -0.006 | 0.000 | 0.000 | 0.023 | 0.046 | 0.000 |
| Panic_Score | -0.009 | 0.037 | -0.009 | 0.070 | 0.064 | 0.004 | 0.003 | 0.057 | -0.006 | -0.010 | 0.017 | 0.049 | -0.005 | 1.000 | 0.000 | 0.017 | 0.047 | 0.065 | 0.000 | 0.061 | 0.017 |
| Shortness_of_Breath | 0.000 | 0.000 | 0.029 | 0.000 | 0.000 | 0.071 | 0.065 | 0.000 | 0.048 | 0.000 | 0.066 | 0.000 | 0.068 | 0.000 | 1.000 | 0.069 | 0.000 | 0.000 | 0.016 | 0.000 | 0.047 |
| Sleep_Hours | 0.041 | 0.071 | 0.017 | 0.078 | 0.000 | -0.010 | 0.011 | 0.037 | -0.004 | 0.015 | 0.000 | 0.000 | -0.006 | 0.017 | 0.069 | 1.000 | 0.000 | 0.000 | 0.053 | 0.066 | 0.000 |
| Smoking | 0.000 | 0.046 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.026 | 0.000 | 0.000 | 0.000 | 0.047 | 0.000 | 0.000 | 1.000 | 0.050 | 0.000 | 0.000 | 0.000 |
| Sweating | 0.098 | 0.000 | 0.045 | 0.044 | 0.000 | 0.000 | 0.000 | 0.036 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.065 | 0.000 | 0.000 | 0.050 | 1.000 | 0.000 | 0.000 | 0.095 |
| Therapy | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.023 | 0.000 | 0.016 | 0.053 | 0.000 | 0.000 | 1.000 | 0.008 | 0.000 |
| Trembling | 0.065 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.072 | 0.000 | 0.039 | 0.035 | 0.036 | 0.032 | 0.046 | 0.061 | 0.000 | 0.066 | 0.000 | 0.000 | 0.008 | 1.000 | 0.000 |
| Trigger | 0.000 | 0.000 | 0.027 | 0.054 | 0.069 | 0.000 | 0.000 | 0.000 | 0.000 | 0.037 | 0.000 | 0.065 | 0.000 | 0.017 | 0.047 | 0.000 | 0.000 | 0.095 | 0.000 | 0.000 | 1.000 |
Missing values
Sample
| ID | Age | Gender | Panic_Attack_Frequency | Duration_Minutes | Trigger | Heart_Rate | Sweating | Shortness_of_Breath | Dizziness | Chest_Pain | Trembling | Medical_History | Medication | Caffeine_Intake | Exercise_Frequency | Sleep_Hours | Alcohol_Consumption | Smoking | Therapy | Panic_Score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 56 | Female | 9 | 5 | Caffeine | 134 | Yes | No | Yes | Yes | No | Anxiety | No | 2 | 3 | 6.4 | 5 | Yes | Yes | 5 |
| 1 | 2 | 46 | Male | 8 | 9 | Stress | 139 | Yes | Yes | No | No | No | PTSD | Yes | 2 | 5 | 5.0 | 3 | No | Yes | 7 |
| 2 | 3 | 32 | Female | 6 | 31 | PTSD | 141 | No | Yes | Yes | No | No | Depression | No | 4 | 0 | 8.3 | 8 | No | Yes | 7 |
| 3 | 4 | 60 | Male | 5 | 20 | Caffeine | 109 | Yes | Yes | No | No | Yes | Depression | No | 3 | 3 | 5.3 | 8 | No | No | 1 |
| 4 | 5 | 25 | Non-binary | 6 | 10 | Caffeine | 101 | Yes | No | Yes | Yes | Yes | Depression | No | 3 | 6 | 7.2 | 2 | No | No | 5 |
| 5 | 6 | 38 | Male | 0 | 44 | Social Anxiety | 154 | Yes | Yes | Yes | No | No | Depression | Yes | 1 | 4 | 4.8 | 6 | No | No | 8 |
| 6 | 7 | 56 | Male | 0 | 17 | PTSD | 108 | Yes | Yes | Yes | No | No | Anxiety | No | 0 | 6 | 6.0 | 4 | Yes | Yes | 7 |
| 7 | 8 | 36 | Male | 7 | 39 | PTSD | 120 | Yes | No | No | Yes | Yes | PTSD | No | 0 | 4 | 8.5 | 8 | No | Yes | 2 |
| 8 | 9 | 40 | Non-binary | 1 | 23 | Unknown | 121 | Yes | No | No | Yes | No | Anxiety | No | 4 | 5 | 4.8 | 1 | No | Yes | 8 |
| 9 | 10 | 28 | Female | 9 | 16 | Caffeine | 144 | No | No | Yes | No | Yes | Anxiety | No | 4 | 6 | 7.3 | 2 | No | Yes | 2 |
| ID | Age | Gender | Panic_Attack_Frequency | Duration_Minutes | Trigger | Heart_Rate | Sweating | Shortness_of_Breath | Dizziness | Chest_Pain | Trembling | Medical_History | Medication | Caffeine_Intake | Exercise_Frequency | Sleep_Hours | Alcohol_Consumption | Smoking | Therapy | Panic_Score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1190 | 1191 | 60 | Female | 3 | 30 | PTSD | 107 | Yes | Yes | Yes | Yes | No | Depression | No | 5 | 4 | 7.4 | 2 | Yes | Yes | 1 |
| 1191 | 1192 | 61 | Male | 7 | 31 | Phobia | 156 | No | Yes | Yes | No | Yes | NaN | No | 3 | 2 | 8.8 | 9 | No | No | 4 |
| 1192 | 1193 | 41 | Female | 2 | 31 | Unknown | 80 | Yes | No | No | Yes | No | NaN | Yes | 0 | 3 | 6.1 | 2 | No | No | 3 |
| 1193 | 1194 | 42 | Female | 5 | 19 | Stress | 139 | Yes | No | Yes | No | Yes | Anxiety | No | 0 | 5 | 4.4 | 4 | Yes | No | 2 |
| 1194 | 1195 | 24 | Non-binary | 8 | 12 | Unknown | 135 | Yes | Yes | No | No | Yes | PTSD | Yes | 4 | 4 | 4.6 | 3 | No | No | 2 |
| 1195 | 1196 | 23 | Female | 0 | 11 | Stress | 114 | Yes | Yes | Yes | No | Yes | Depression | Yes | 5 | 3 | 7.9 | 5 | No | Yes | 8 |
| 1196 | 1197 | 41 | Male | 0 | 44 | Stress | 109 | Yes | No | No | No | Yes | Anxiety | Yes | 4 | 3 | 4.3 | 7 | No | Yes | 1 |
| 1197 | 1198 | 50 | Male | 7 | 16 | Phobia | 133 | No | Yes | Yes | No | No | Depression | Yes | 1 | 0 | 8.5 | 7 | No | Yes | 8 |
| 1198 | 1199 | 46 | Male | 2 | 17 | Unknown | 115 | Yes | Yes | No | No | Yes | Anxiety | No | 4 | 5 | 5.4 | 3 | Yes | Yes | 9 |
| 1199 | 1200 | 60 | Male | 4 | 21 | Stress | 134 | Yes | Yes | No | No | Yes | Depression | Yes | 3 | 4 | 8.5 | 0 | No | No | 6 |